Dataset statistics
| Number of variables | 31 |
|---|---|
| Number of observations | 38248 |
| Missing cells | 144663 |
| Missing cells (%) | 12.2% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 9.0 MiB |
| Average record size in memory | 248.0 B |
Variable types
| Numeric | 15 |
|---|---|
| Categorical | 16 |
dat_cadastramento_fam has a high cardinality: 3487 distinct values | High cardinality |
dat_alteracao_fam has a high cardinality: 962 distinct values | High cardinality |
dat_atualizacao_familia has a high cardinality: 1088 distinct values | High cardinality |
nom_estab_assist_saude_fam has a high cardinality: 1345 distinct values | High cardinality |
nom_centro_assist_fam has a high cardinality: 222 distinct values | High cardinality |
cd_ibge is highly correlated with classf and 2 other fields | High correlation |
estrato is highly correlated with classf | High correlation |
classf is highly correlated with cd_ibge and 2 other fields | High correlation |
id_familia is highly correlated with classf | High correlation |
vlr_renda_media_fam is highly correlated with marc_pbf | High correlation |
cod_local_domic_fam is highly correlated with cod_destino_lixo_domic_fam | High correlation |
qtd_comodos_domic_fam is highly correlated with qtd_comodos_dormitorio_fam | High correlation |
qtd_comodos_dormitorio_fam is highly correlated with qtd_comodos_domic_fam | High correlation |
cod_material_domic_fam is highly correlated with cd_ibge | High correlation |
cod_agua_canalizada_fam is highly correlated with cod_abaste_agua_domic_fam | High correlation |
cod_abaste_agua_domic_fam is highly correlated with cod_agua_canalizada_fam | High correlation |
cod_destino_lixo_domic_fam is highly correlated with cod_local_domic_fam | High correlation |
cod_centro_assist_fam is highly correlated with cd_ibge | High correlation |
marc_pbf is highly correlated with vlr_renda_media_fam | High correlation |
cd_ibge is highly correlated with classf and 1 other fields | High correlation |
estrato is highly correlated with classf | High correlation |
classf is highly correlated with cd_ibge and 2 other fields | High correlation |
id_familia is highly correlated with classf | High correlation |
vlr_renda_media_fam is highly correlated with marc_pbf | High correlation |
cod_local_domic_fam is highly correlated with cod_destino_lixo_domic_fam | High correlation |
qtd_comodos_domic_fam is highly correlated with qtd_comodos_dormitorio_fam | High correlation |
qtd_comodos_dormitorio_fam is highly correlated with qtd_comodos_domic_fam | High correlation |
cod_agua_canalizada_fam is highly correlated with cod_abaste_agua_domic_fam | High correlation |
cod_abaste_agua_domic_fam is highly correlated with cod_agua_canalizada_fam | High correlation |
cod_destino_lixo_domic_fam is highly correlated with cod_local_domic_fam | High correlation |
cod_centro_assist_fam is highly correlated with cd_ibge and 1 other fields | High correlation |
marc_pbf is highly correlated with vlr_renda_media_fam | High correlation |
peso.fam is highly correlated with cod_centro_assist_fam | High correlation |
cd_ibge is highly correlated with classf and 1 other fields | High correlation |
estrato is highly correlated with classf | High correlation |
classf is highly correlated with cd_ibge and 2 other fields | High correlation |
id_familia is highly correlated with classf | High correlation |
vlr_renda_media_fam is highly correlated with marc_pbf | High correlation |
cod_local_domic_fam is highly correlated with cod_destino_lixo_domic_fam | High correlation |
qtd_comodos_domic_fam is highly correlated with qtd_comodos_dormitorio_fam | High correlation |
qtd_comodos_dormitorio_fam is highly correlated with qtd_comodos_domic_fam | High correlation |
cod_agua_canalizada_fam is highly correlated with cod_abaste_agua_domic_fam | High correlation |
cod_abaste_agua_domic_fam is highly correlated with cod_agua_canalizada_fam | High correlation |
cod_destino_lixo_domic_fam is highly correlated with cod_local_domic_fam | High correlation |
cod_centro_assist_fam is highly correlated with cd_ibge | High correlation |
marc_pbf is highly correlated with vlr_renda_media_fam | High correlation |
classf is highly correlated with estrato | High correlation |
estrato is highly correlated with classf | High correlation |
cod_familia_indigena_fam is highly correlated with ind_familia_quilombola_fam | High correlation |
cod_abaste_agua_domic_fam is highly correlated with cod_agua_canalizada_fam and 2 other fields | High correlation |
cod_agua_canalizada_fam is highly correlated with cod_abaste_agua_domic_fam and 1 other fields | High correlation |
cod_calcamento_domic_fam is highly correlated with cod_especie_domic_fam | High correlation |
cod_local_domic_fam is highly correlated with cod_abaste_agua_domic_fam | High correlation |
cod_banheiro_domic_fam is highly correlated with cod_especie_domic_fam | High correlation |
ind_familia_quilombola_fam is highly correlated with cod_familia_indigena_fam | High correlation |
cod_especie_domic_fam is highly correlated with cod_abaste_agua_domic_fam and 3 other fields | High correlation |
cd_ibge is highly correlated with classf and 4 other fields | High correlation |
estrato is highly correlated with classf and 2 other fields | High correlation |
classf is highly correlated with cd_ibge and 4 other fields | High correlation |
id_familia is highly correlated with cd_ibge and 4 other fields | High correlation |
vlr_renda_media_fam is highly correlated with marc_pbf | High correlation |
cod_local_domic_fam is highly correlated with cod_agua_canalizada_fam and 2 other fields | High correlation |
qtd_comodos_domic_fam is highly correlated with qtd_comodos_dormitorio_fam | High correlation |
qtd_comodos_dormitorio_fam is highly correlated with qtd_comodos_domic_fam | High correlation |
cod_material_piso_fam is highly correlated with cd_ibge and 2 other fields | High correlation |
cod_material_domic_fam is highly correlated with classf and 2 other fields | High correlation |
cod_agua_canalizada_fam is highly correlated with cod_local_domic_fam and 3 other fields | High correlation |
cod_abaste_agua_domic_fam is highly correlated with cod_local_domic_fam and 1 other fields | High correlation |
cod_banheiro_domic_fam is highly correlated with cod_material_domic_fam and 2 other fields | High correlation |
cod_destino_lixo_domic_fam is highly correlated with cod_local_domic_fam and 3 other fields | High correlation |
cod_calcamento_domic_fam is highly correlated with cod_destino_lixo_domic_fam | High correlation |
cod_centro_assist_fam is highly correlated with cd_ibge and 5 other fields | High correlation |
marc_pbf is highly correlated with vlr_renda_media_fam | High correlation |
peso.fam is highly correlated with cd_ibge and 2 other fields | High correlation |
qtd_comodos_domic_fam has 3279 (8.6%) missing values | Missing |
qtd_comodos_dormitorio_fam has 3277 (8.6%) missing values | Missing |
cod_material_piso_fam has 3270 (8.5%) missing values | Missing |
cod_material_domic_fam has 3270 (8.5%) missing values | Missing |
cod_agua_canalizada_fam has 3270 (8.5%) missing values | Missing |
cod_abaste_agua_domic_fam has 3270 (8.5%) missing values | Missing |
cod_banheiro_domic_fam has 3270 (8.5%) missing values | Missing |
cod_escoa_sanitario_domic_fam has 7169 (18.7%) missing values | Missing |
cod_destino_lixo_domic_fam has 3270 (8.5%) missing values | Missing |
cod_iluminacao_domic_fam has 3270 (8.5%) missing values | Missing |
cod_calcamento_domic_fam has 3270 (8.5%) missing values | Missing |
ind_familia_quilombola_fam has 1993 (5.2%) missing values | Missing |
nom_estab_assist_saude_fam has 22940 (60.0%) missing values | Missing |
cod_eas_fam has 22940 (60.0%) missing values | Missing |
nom_centro_assist_fam has 27904 (73.0%) missing values | Missing |
cod_centro_assist_fam has 27904 (73.0%) missing values | Missing |
ind_parc_mds_fam has 1009 (2.6%) missing values | Missing |
id_familia has unique values | Unique |
vlr_renda_media_fam has 4939 (12.9%) zeros | Zeros |
ind_parc_mds_fam has 33420 (87.4%) zeros | Zeros |
Reproduction
| Analysis started | 2023-03-24 16:02:54.422080 |
|---|---|
| Analysis finished | 2023-03-24 16:03:51.063731 |
| Duration | 56.64 seconds |
| Software version | pandas-profiling v3.2.0 |
| Download configuration | config.json |
| Distinct | 210 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2211792.444 |
| Minimum | 1200013 |
|---|---|
| Maximum | 5108402 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 298.9 KiB |
Quantile statistics
| Minimum | 1200013 |
|---|---|
| 5-th percentile | 1200708 |
| Q1 | 1400456 |
| median | 2111201 |
| Q3 | 2603454 |
| 95-th percentile | 5108402 |
| Maximum | 5108402 |
| Range | 3908389 |
| Interquartile range (IQR) | 1202998 |
Descriptive statistics
| Standard deviation | 1022750.504 |
|---|---|
| Coefficient of variation (CV) | 0.4624079929 |
| Kurtosis | 2.655533582 |
| Mean | 2211792.444 |
| Median Absolute Deviation (MAD) | 591402 |
| Skewness | 1.737035241 |
| Sum | 8.459663739 × 1010 |
| Variance | 1.046018594 × 1012 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 5108402 | 1926 | 5.0% |
| 1600279 | 933 | 2.4% |
| 2700300 | 908 | 2.4% |
| 2105302 | 875 | 2.3% |
| 1400209 | 833 | 2.2% |
| 1400308 | 761 | 2.0% |
| 1400472 | 756 | 2.0% |
| 2111201 | 673 | 1.8% |
| 2211100 | 666 | 1.7% |
| 1600501 | 628 | 1.6% |
| Other values (200) | 29289 |
| Value | Count | Frequency (%) |
| 1200013 | 80 | 0.2% |
| 1200054 | 48 | 0.1% |
| 1200104 | 84 | 0.2% |
| 1200138 | 47 | 0.1% |
| 1200179 | 57 | 0.1% |
| 1200203 | 305 | |
| 1200252 | 72 | 0.2% |
| 1200302 | 109 | 0.3% |
| 1200328 | 35 | 0.1% |
| 1200336 | 121 | 0.3% |
| Value | Count | Frequency (%) |
| 5108402 | 1926 | |
| 5107701 | 194 | 0.5% |
| 5106505 | 277 | 0.7% |
| 5106455 | 49 | 0.1% |
| 5106208 | 66 | 0.2% |
| 5106109 | 138 | 0.4% |
| 5105903 | 162 | 0.4% |
| 5104906 | 83 | 0.2% |
| 5103007 | 171 | 0.4% |
| 5101605 | 99 | 0.3% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 298.9 KiB |
| 2 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 38248 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 2 |
| 3rd row | 2 |
| 4th row | 2 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 22454 | |
| 1 | 15794 |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| 2 | 22454 | |
| 1 | 15794 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 22454 | |
| 1 | 15794 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 38248 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 22454 | |
| 1 | 15794 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 38248 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 22454 | |
| 1 | 15794 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 38248 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 22454 | |
| 1 | 15794 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 298.9 KiB |
| 2 | |
|---|---|
| 3 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 38248 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 2 |
| 3rd row | 2 |
| 4th row | 2 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 25033 | |
| 3 | 13215 |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| 2 | 25033 | |
| 3 | 13215 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 25033 | |
| 3 | 13215 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 38248 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 25033 | |
| 3 | 13215 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 38248 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 25033 | |
| 3 | 13215 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 38248 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 25033 | |
| 3 | 13215 |
| Distinct | 38248 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23447.90928 |
| Minimum | 1 |
|---|---|
| Maximum | 45777 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 298.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2452.35 |
| Q1 | 12145.75 |
| median | 23751 |
| Q3 | 35154.25 |
| 95-th percentile | 43488.65 |
| Maximum | 45777 |
| Range | 45776 |
| Interquartile range (IQR) | 23008.5 |
Descriptive statistics
| Standard deviation | 13213.84825 |
|---|---|
| Coefficient of variation (CV) | 0.5635405741 |
| Kurtosis | -1.20130851 |
| Mean | 23447.90928 |
| Median Absolute Deviation (MAD) | 11499 |
| Skewness | -0.05099880456 |
| Sum | 896835634 |
| Variance | 174605785.7 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 31088 | 1 | < 0.1% |
| 31090 | 1 | < 0.1% |
| 31091 | 1 | < 0.1% |
| 31092 | 1 | < 0.1% |
| 31093 | 1 | < 0.1% |
| 31094 | 1 | < 0.1% |
| 31095 | 1 | < 0.1% |
| 31097 | 1 | < 0.1% |
| 31098 | 1 | < 0.1% |
| Other values (38238) | 38238 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 | |
| 11 | 1 | |
| 12 | 1 |
| Value | Count | Frequency (%) |
| 45777 | 1 | |
| 45776 | 1 | |
| 45775 | 1 | |
| 45773 | 1 | |
| 45772 | 1 | |
| 45771 | 1 | |
| 45770 | 1 | |
| 45768 | 1 | |
| 45767 | 1 | |
| 45766 | 1 |
| Distinct | 3487 |
|---|---|
| Distinct (%) | 9.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 298.9 KiB |
| 2003-03-13 | 1270 |
|---|---|
| 2006-04-08 | 119 |
| 2006-04-14 | 110 |
| 2006-04-01 | 104 |
| 2002-08-18 | 97 |
| Other values (3482) |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Characters and Unicode
| Total characters | 382480 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 261 ? |
|---|---|
| Unique (%) | 0.7% |
Sample
| 1st row | 2018-06-28 |
|---|---|
| 2nd row | 2018-08-27 |
| 3rd row | 2018-02-23 |
| 4th row | 2013-12-27 |
| 5th row | 2018-03-26 |
Common Values
| Value | Count | Frequency (%) |
| 2003-03-13 | 1270 | 3.3% |
| 2006-04-08 | 119 | 0.3% |
| 2006-04-14 | 110 | 0.3% |
| 2006-04-01 | 104 | 0.3% |
| 2002-08-18 | 97 | 0.3% |
| 2002-07-21 | 92 | 0.2% |
| 2006-08-19 | 90 | 0.2% |
| 2002-07-01 | 90 | 0.2% |
| 2002-09-15 | 84 | 0.2% |
| 2002-07-23 | 83 | 0.2% |
| Other values (3477) | 36109 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 2003-03-13 | 1270 | 3.3% |
| 2006-04-08 | 119 | 0.3% |
| 2006-04-14 | 110 | 0.3% |
| 2006-04-01 | 104 | 0.3% |
| 2002-08-18 | 97 | 0.3% |
| 2002-07-21 | 92 | 0.2% |
| 2006-08-19 | 90 | 0.2% |
| 2002-07-01 | 90 | 0.2% |
| 2002-09-15 | 84 | 0.2% |
| 2002-07-23 | 83 | 0.2% |
| Other values (3477) | 36109 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 100163 | |
| - | 76496 | |
| 2 | 64283 | |
| 1 | 58521 | |
| 8 | 14947 | 3.9% |
| 3 | 14868 | 3.9% |
| 7 | 13440 | 3.5% |
| 6 | 11991 | 3.1% |
| 4 | 9837 | 2.6% |
| 5 | 9505 | 2.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 305984 | |
| Dash Punctuation | 76496 | 20.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 100163 | |
| 2 | 64283 | |
| 1 | 58521 | |
| 8 | 14947 | 4.9% |
| 3 | 14868 | 4.9% |
| 7 | 13440 | 4.4% |
| 6 | 11991 | 3.9% |
| 4 | 9837 | 3.2% |
| 5 | 9505 | 3.1% |
| 9 | 8429 | 2.8% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 76496 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 382480 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 100163 | |
| - | 76496 | |
| 2 | 64283 | |
| 1 | 58521 | |
| 8 | 14947 | 3.9% |
| 3 | 14868 | 3.9% |
| 7 | 13440 | 3.5% |
| 6 | 11991 | 3.1% |
| 4 | 9837 | 2.6% |
| 5 | 9505 | 2.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 382480 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 100163 | |
| - | 76496 | |
| 2 | 64283 | |
| 1 | 58521 | |
| 8 | 14947 | 3.9% |
| 3 | 14868 | 3.9% |
| 7 | 13440 | 3.5% |
| 6 | 11991 | 3.1% |
| 4 | 9837 | 2.6% |
| 5 | 9505 | 2.5% |
| Distinct | 962 |
|---|---|
| Distinct (%) | 2.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 298.9 KiB |
| 2018-09-30 | |
|---|---|
| 2018-10-01 | |
| 2018-10-02 | |
| 2018-09-25 | 178 |
| 2018-11-28 | 159 |
| Other values (957) |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Characters and Unicode
| Total characters | 382480 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 138 ? |
|---|---|
| Unique (%) | 0.4% |
Sample
| 1st row | 2018-10-02 |
|---|---|
| 2nd row | 2018-11-29 |
| 3rd row | 2018-02-27 |
| 4th row | 2018-10-01 |
| 5th row | 2018-03-28 |
Common Values
| Value | Count | Frequency (%) |
| 2018-09-30 | 13535 | |
| 2018-10-01 | 11391 | |
| 2018-10-02 | 1684 | 4.4% |
| 2018-09-25 | 178 | 0.5% |
| 2018-11-28 | 159 | 0.4% |
| 2018-11-13 | 149 | 0.4% |
| 2018-11-27 | 148 | 0.4% |
| 2018-09-27 | 147 | 0.4% |
| 2018-10-30 | 147 | 0.4% |
| 2018-12-04 | 145 | 0.4% |
| Other values (952) | 10565 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 2018-09-30 | 13535 | |
| 2018-10-01 | 11391 | |
| 2018-10-02 | 1684 | 4.4% |
| 2018-09-25 | 178 | 0.5% |
| 2018-11-28 | 159 | 0.4% |
| 2018-11-13 | 149 | 0.4% |
| 2018-11-27 | 148 | 0.4% |
| 2018-09-27 | 147 | 0.4% |
| 2018-10-30 | 147 | 0.4% |
| 2018-12-04 | 145 | 0.4% |
| Other values (952) | 10565 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 102818 | |
| 1 | 76845 | |
| - | 76496 | |
| 2 | 47622 | |
| 8 | 36277 | 9.5% |
| 3 | 16037 | 4.2% |
| 9 | 15985 | 4.2% |
| 7 | 3429 | 0.9% |
| 6 | 2956 | 0.8% |
| 5 | 2369 | 0.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 305984 | |
| Dash Punctuation | 76496 | 20.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 102818 | |
| 1 | 76845 | |
| 2 | 47622 | |
| 8 | 36277 | 11.9% |
| 3 | 16037 | 5.2% |
| 9 | 15985 | 5.2% |
| 7 | 3429 | 1.1% |
| 6 | 2956 | 1.0% |
| 5 | 2369 | 0.8% |
| 4 | 1646 | 0.5% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 76496 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 382480 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 102818 | |
| 1 | 76845 | |
| - | 76496 | |
| 2 | 47622 | |
| 8 | 36277 | 9.5% |
| 3 | 16037 | 4.2% |
| 9 | 15985 | 4.2% |
| 7 | 3429 | 0.9% |
| 6 | 2956 | 0.8% |
| 5 | 2369 | 0.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 382480 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 102818 | |
| 1 | 76845 | |
| - | 76496 | |
| 2 | 47622 | |
| 8 | 36277 | 9.5% |
| 3 | 16037 | 4.2% |
| 9 | 15985 | 4.2% |
| 7 | 3429 | 0.9% |
| 6 | 2956 | 0.8% |
| 5 | 2369 | 0.6% |
vlr_renda_media_fam
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 954 |
|---|---|
| Distinct (%) | 2.5% |
| Missing | 5 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 209.0889836 |
| Minimum | 0 |
|---|---|
| Maximum | 2811 |
| Zeros | 4939 |
| Zeros (%) | 12.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 298.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 16 |
| median | 62 |
| Q3 | 240 |
| 95-th percentile | 954 |
| Maximum | 2811 |
| Range | 2811 |
| Interquartile range (IQR) | 224 |
Descriptive statistics
| Standard deviation | 317.8427488 |
|---|---|
| Coefficient of variation (CV) | 1.520131493 |
| Kurtosis | 4.719865218 |
| Mean | 209.0889836 |
| Median Absolute Deviation (MAD) | 58 |
| Skewness | 2.084783446 |
| Sum | 7996190 |
| Variance | 101024.013 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 4939 | 12.9% |
| 50 | 2094 | 5.5% |
| 954 | 1466 | 3.8% |
| 937 | 1424 | 3.7% |
| 25 | 961 | 2.5% |
| 75 | 938 | 2.5% |
| 100 | 936 | 2.4% |
| 33 | 815 | 2.1% |
| 66 | 809 | 2.1% |
| 16 | 699 | 1.8% |
| Other values (944) | 23162 |
| Value | Count | Frequency (%) |
| 0 | 4939 | |
| 1 | 140 | 0.4% |
| 2 | 313 | 0.8% |
| 3 | 208 | 0.5% |
| 4 | 426 | 1.1% |
| 5 | 371 | 1.0% |
| 6 | 401 | 1.0% |
| 7 | 153 | 0.4% |
| 8 | 537 | 1.4% |
| 9 | 75 | 0.2% |
| Value | Count | Frequency (%) |
| 2811 | 1 | < 0.1% |
| 2800 | 3 | |
| 2727 | 1 | < 0.1% |
| 2633 | 1 | < 0.1% |
| 2600 | 1 | < 0.1% |
| 2550 | 1 | < 0.1% |
| 2500 | 5 | |
| 2400 | 2 | < 0.1% |
| 2379 | 1 | < 0.1% |
| 2311 | 1 | < 0.1% |
| Distinct | 1088 |
|---|---|
| Distinct (%) | 2.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 298.9 KiB |
| 2018-09-11 | 147 |
|---|---|
| 2018-09-04 | 146 |
| 2018-09-12 | 146 |
| 2018-11-28 | 146 |
| 2018-11-13 | 143 |
| Other values (1083) |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Characters and Unicode
| Total characters | 382480 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 65 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | 2018-06-28 |
|---|---|
| 2nd row | 2018-11-29 |
| 3rd row | 2018-02-23 |
| 4th row | 2017-06-22 |
| 5th row | 2018-03-26 |
Common Values
| Value | Count | Frequency (%) |
| 2018-09-11 | 147 | 0.4% |
| 2018-09-04 | 146 | 0.4% |
| 2018-09-12 | 146 | 0.4% |
| 2018-11-28 | 146 | 0.4% |
| 2018-11-13 | 143 | 0.4% |
| 2018-06-05 | 140 | 0.4% |
| 2018-09-14 | 137 | 0.4% |
| 2018-10-30 | 135 | 0.4% |
| 2018-12-04 | 135 | 0.4% |
| 2018-09-10 | 134 | 0.4% |
| Other values (1078) | 36839 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 2018-09-11 | 147 | 0.4% |
| 2018-11-28 | 146 | 0.4% |
| 2018-09-04 | 146 | 0.4% |
| 2018-09-12 | 146 | 0.4% |
| 2018-11-13 | 143 | 0.4% |
| 2018-06-05 | 140 | 0.4% |
| 2018-09-14 | 137 | 0.4% |
| 2018-10-30 | 135 | 0.4% |
| 2018-12-04 | 135 | 0.4% |
| 2018-09-10 | 134 | 0.4% |
| Other values (1078) | 36839 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 84093 | |
| - | 76496 | |
| 1 | 71987 | |
| 2 | 59532 | |
| 8 | 29076 | 7.6% |
| 7 | 18489 | 4.8% |
| 6 | 11424 | 3.0% |
| 3 | 8890 | 2.3% |
| 5 | 8104 | 2.1% |
| 9 | 7462 | 2.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 305984 | |
| Dash Punctuation | 76496 | 20.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 84093 | |
| 1 | 71987 | |
| 2 | 59532 | |
| 8 | 29076 | 9.5% |
| 7 | 18489 | 6.0% |
| 6 | 11424 | 3.7% |
| 3 | 8890 | 2.9% |
| 5 | 8104 | 2.6% |
| 9 | 7462 | 2.4% |
| 4 | 6927 | 2.3% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 76496 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 382480 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 84093 | |
| - | 76496 | |
| 1 | 71987 | |
| 2 | 59532 | |
| 8 | 29076 | 7.6% |
| 7 | 18489 | 4.8% |
| 6 | 11424 | 3.0% |
| 3 | 8890 | 2.3% |
| 5 | 8104 | 2.1% |
| 9 | 7462 | 2.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 382480 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 84093 | |
| - | 76496 | |
| 1 | 71987 | |
| 2 | 59532 | |
| 8 | 29076 | 7.6% |
| 7 | 18489 | 4.8% |
| 6 | 11424 | 3.0% |
| 3 | 8890 | 2.3% |
| 5 | 8104 | 2.1% |
| 9 | 7462 | 2.0% |
cod_local_domic_fam
Categorical
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 40 |
| Missing (%) | 0.1% |
| Memory size | 298.9 KiB |
| 1.0 | |
|---|---|
| 2.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 114624 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 25891 | |
| 2.0 | 12317 | |
| (Missing) | 40 | 0.1% |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| 1.0 | 25891 | |
| 2.0 | 12317 |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 38208 | |
| 0 | 38208 | |
| 1 | 25891 | |
| 2 | 12317 | 10.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 76416 | |
| Other Punctuation | 38208 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 38208 | |
| 1 | 25891 | |
| 2 | 12317 | 16.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 38208 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 114624 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 38208 | |
| 0 | 38208 | |
| 1 | 25891 | |
| 2 | 12317 | 10.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 114624 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 38208 | |
| 0 | 38208 | |
| 1 | 25891 | |
| 2 | 12317 | 10.7% |
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 40 |
| Missing (%) | 0.1% |
| Memory size | 298.9 KiB |
| 1.0 | |
|---|---|
| 2.0 | 2890 |
| 3.0 | 340 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 114624 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 34978 | |
| 2.0 | 2890 | 7.6% |
| 3.0 | 340 | 0.9% |
| (Missing) | 40 | 0.1% |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| 1.0 | 34978 | |
| 2.0 | 2890 | 7.6% |
| 3.0 | 340 | 0.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 38208 | |
| 0 | 38208 | |
| 1 | 34978 | |
| 2 | 2890 | 2.5% |
| 3 | 340 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 76416 | |
| Other Punctuation | 38208 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 38208 | |
| 1 | 34978 | |
| 2 | 2890 | 3.8% |
| 3 | 340 | 0.4% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 38208 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 114624 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 38208 | |
| 0 | 38208 | |
| 1 | 34978 | |
| 2 | 2890 | 2.5% |
| 3 | 340 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 114624 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 38208 | |
| 0 | 38208 | |
| 1 | 34978 | |
| 2 | 2890 | 2.5% |
| 3 | 340 | 0.3% |
qtd_comodos_domic_fam
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 15 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 3279 |
| Missing (%) | 8.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.077611599 |
| Minimum | 0 |
|---|---|
| Maximum | 15 |
| Zeros | 3 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 298.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 4 |
| Q3 | 5 |
| 95-th percentile | 6 |
| Maximum | 15 |
| Range | 15 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.452769763 |
|---|---|
| Coefficient of variation (CV) | 0.3562795836 |
| Kurtosis | 0.5177686452 |
| Mean | 4.077611599 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.06023559091 |
| Sum | 142590 |
| Variance | 2.110539983 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=15)
| Value | Count | Frequency (%) |
| 5 | 10704 | |
| 4 | 9217 | |
| 3 | 5661 | |
| 2 | 3275 | 8.6% |
| 6 | 3020 | 7.9% |
| 1 | 1942 | 5.1% |
| 7 | 744 | 1.9% |
| 8 | 293 | 0.8% |
| 9 | 71 | 0.2% |
| 10 | 24 | 0.1% |
| Other values (5) | 18 | < 0.1% |
| (Missing) | 3279 | 8.6% |
| Value | Count | Frequency (%) |
| 0 | 3 | < 0.1% |
| 1 | 1942 | 5.1% |
| 2 | 3275 | 8.6% |
| 3 | 5661 | |
| 4 | 9217 | |
| 5 | 10704 | |
| 6 | 3020 | 7.9% |
| 7 | 744 | 1.9% |
| 8 | 293 | 0.8% |
| 9 | 71 | 0.2% |
| Value | Count | Frequency (%) |
| 15 | 1 | < 0.1% |
| 14 | 1 | < 0.1% |
| 12 | 4 | < 0.1% |
| 11 | 9 | < 0.1% |
| 10 | 24 | 0.1% |
| 9 | 71 | 0.2% |
| 8 | 293 | 0.8% |
| 7 | 744 | 1.9% |
| 6 | 3020 | 7.9% |
| 5 | 10704 |
qtd_comodos_dormitorio_fam
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 3277 |
| Missing (%) | 8.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.77790169 |
| Minimum | 0 |
|---|---|
| Maximum | 12 |
| Zeros | 12 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 298.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 12 |
| Range | 12 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.736560308 |
|---|---|
| Coefficient of variation (CV) | 0.4142862973 |
| Kurtosis | 3.75611111 |
| Mean | 1.77790169 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.036631206 |
| Sum | 62175 |
| Variance | 0.5425210874 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 2 | 17265 | |
| 1 | 13124 | |
| 3 | 3922 | 10.3% |
| 4 | 535 | 1.4% |
| 5 | 80 | 0.2% |
| 6 | 27 | 0.1% |
| 0 | 12 | < 0.1% |
| 7 | 3 | < 0.1% |
| 12 | 2 | < 0.1% |
| 8 | 1 | < 0.1% |
| (Missing) | 3277 | 8.6% |
| Value | Count | Frequency (%) |
| 0 | 12 | < 0.1% |
| 1 | 13124 | |
| 2 | 17265 | |
| 3 | 3922 | 10.3% |
| 4 | 535 | 1.4% |
| 5 | 80 | 0.2% |
| 6 | 27 | 0.1% |
| 7 | 3 | < 0.1% |
| 8 | 1 | < 0.1% |
| 12 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 12 | 2 | < 0.1% |
| 8 | 1 | < 0.1% |
| 7 | 3 | < 0.1% |
| 6 | 27 | 0.1% |
| 5 | 80 | 0.2% |
| 4 | 535 | 1.4% |
| 3 | 3922 | 10.3% |
| 2 | 17265 | |
| 1 | 13124 | |
| 0 | 12 | < 0.1% |
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 3270 |
| Missing (%) | 8.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.965149523 |
| Minimum | 1 |
|---|---|
| Maximum | 7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 298.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 2 |
| Q3 | 5 |
| 95-th percentile | 5 |
| Maximum | 7 |
| Range | 6 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.437935757 |
|---|---|
| Coefficient of variation (CV) | 0.4849454457 |
| Kurtosis | -1.266285386 |
| Mean | 2.965149523 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.5176421145 |
| Sum | 103715 |
| Variance | 2.067659241 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 2 | 18175 | |
| 5 | 9268 | |
| 4 | 3454 | 9.0% |
| 1 | 2820 | 7.4% |
| 3 | 1106 | 2.9% |
| 7 | 141 | 0.4% |
| 6 | 14 | < 0.1% |
| (Missing) | 3270 | 8.5% |
| Value | Count | Frequency (%) |
| 1 | 2820 | 7.4% |
| 2 | 18175 | |
| 3 | 1106 | 2.9% |
| 4 | 3454 | 9.0% |
| 5 | 9268 | |
| 6 | 14 | < 0.1% |
| 7 | 141 | 0.4% |
| Value | Count | Frequency (%) |
| 7 | 141 | 0.4% |
| 6 | 14 | < 0.1% |
| 5 | 9268 | |
| 4 | 3454 | 9.0% |
| 3 | 1106 | 2.9% |
| 2 | 18175 | |
| 1 | 2820 | 7.4% |
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 3270 |
| Missing (%) | 8.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.053891017 |
| Minimum | 1 |
|---|---|
| Maximum | 8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 298.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 3 |
| 95-th percentile | 6 |
| Maximum | 8 |
| Range | 7 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.501592254 |
|---|---|
| Coefficient of variation (CV) | 0.7310963634 |
| Kurtosis | 3.061072785 |
| Mean | 2.053891017 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.764081546 |
| Sum | 71841 |
| Variance | 2.254779296 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 1 | 18462 | |
| 3 | 6692 | 17.5% |
| 2 | 5974 | 15.6% |
| 5 | 1377 | 3.6% |
| 6 | 1163 | 3.0% |
| 4 | 710 | 1.9% |
| 8 | 452 | 1.2% |
| 7 | 148 | 0.4% |
| (Missing) | 3270 | 8.5% |
| Value | Count | Frequency (%) |
| 1 | 18462 | |
| 2 | 5974 | 15.6% |
| 3 | 6692 | 17.5% |
| 4 | 710 | 1.9% |
| 5 | 1377 | 3.6% |
| 6 | 1163 | 3.0% |
| 7 | 148 | 0.4% |
| 8 | 452 | 1.2% |
| Value | Count | Frequency (%) |
| 8 | 452 | 1.2% |
| 7 | 148 | 0.4% |
| 6 | 1163 | 3.0% |
| 5 | 1377 | 3.6% |
| 4 | 710 | 1.9% |
| 3 | 6692 | 17.5% |
| 2 | 5974 | 15.6% |
| 1 | 18462 |
cod_agua_canalizada_fam
Categorical
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 3270 |
| Missing (%) | 8.5% |
| Memory size | 298.9 KiB |
| 1.0 | |
|---|---|
| 2.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 104934 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 2.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 27752 | |
| 2.0 | 7226 | 18.9% |
| (Missing) | 3270 | 8.5% |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| 1.0 | 27752 | |
| 2.0 | 7226 | 20.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 34978 | |
| 0 | 34978 | |
| 1 | 27752 | |
| 2 | 7226 | 6.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 69956 | |
| Other Punctuation | 34978 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 34978 | |
| 1 | 27752 | |
| 2 | 7226 | 10.3% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 34978 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 104934 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 34978 | |
| 0 | 34978 | |
| 1 | 27752 | |
| 2 | 7226 | 6.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 104934 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 34978 | |
| 0 | 34978 | |
| 1 | 27752 | |
| 2 | 7226 | 6.9% |
cod_abaste_agua_domic_fam
Categorical
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 3270 |
| Missing (%) | 8.5% |
| Memory size | 298.9 KiB |
| 1.0 | |
|---|---|
| 2.0 | |
| 4.0 | 1770 |
| 3.0 | 391 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 104934 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 4.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 22453 | |
| 2.0 | 10364 | |
| 4.0 | 1770 | 4.6% |
| 3.0 | 391 | 1.0% |
| (Missing) | 3270 | 8.5% |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| 1.0 | 22453 | |
| 2.0 | 10364 | |
| 4.0 | 1770 | 5.1% |
| 3.0 | 391 | 1.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 34978 | |
| 0 | 34978 | |
| 1 | 22453 | |
| 2 | 10364 | 9.9% |
| 4 | 1770 | 1.7% |
| 3 | 391 | 0.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 69956 | |
| Other Punctuation | 34978 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 34978 | |
| 1 | 22453 | |
| 2 | 10364 | 14.8% |
| 4 | 1770 | 2.5% |
| 3 | 391 | 0.6% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 34978 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 104934 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 34978 | |
| 0 | 34978 | |
| 1 | 22453 | |
| 2 | 10364 | 9.9% |
| 4 | 1770 | 1.7% |
| 3 | 391 | 0.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 104934 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 34978 | |
| 0 | 34978 | |
| 1 | 22453 | |
| 2 | 10364 | 9.9% |
| 4 | 1770 | 1.7% |
| 3 | 391 | 0.4% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 3270 |
| Missing (%) | 8.5% |
| Memory size | 298.9 KiB |
| 1.0 | |
|---|---|
| 2.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 104934 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 31079 | |
| 2.0 | 3899 | 10.2% |
| (Missing) | 3270 | 8.5% |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| 1.0 | 31079 | |
| 2.0 | 3899 | 11.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 34978 | |
| 0 | 34978 | |
| 1 | 31079 | |
| 2 | 3899 | 3.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 69956 | |
| Other Punctuation | 34978 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 34978 | |
| 1 | 31079 | |
| 2 | 3899 | 5.6% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 34978 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 104934 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 34978 | |
| 0 | 34978 | |
| 1 | 31079 | |
| 2 | 3899 | 3.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 104934 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 34978 | |
| 0 | 34978 | |
| 1 | 31079 | |
| 2 | 3899 | 3.7% |
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 7169 |
| Missing (%) | 18.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.435470897 |
| Minimum | 1 |
|---|---|
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 298.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 4 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.9397914433 |
|---|---|
| Coefficient of variation (CV) | 0.385876688 |
| Kurtosis | 1.401994582 |
| Mean | 2.435470897 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.5344110161 |
| Sum | 75692 |
| Variance | 0.8832079569 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 3 | 13182 | |
| 2 | 10352 | |
| 1 | 5239 | 13.7% |
| 4 | 1728 | 4.5% |
| 6 | 401 | 1.0% |
| 5 | 177 | 0.5% |
| (Missing) | 7169 |
| Value | Count | Frequency (%) |
| 1 | 5239 | 13.7% |
| 2 | 10352 | |
| 3 | 13182 | |
| 4 | 1728 | 4.5% |
| 5 | 177 | 0.5% |
| 6 | 401 | 1.0% |
| Value | Count | Frequency (%) |
| 6 | 401 | 1.0% |
| 5 | 177 | 0.5% |
| 4 | 1728 | 4.5% |
| 3 | 13182 | |
| 2 | 10352 | |
| 1 | 5239 | 13.7% |
cod_destino_lixo_domic_fam
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 3270 |
| Missing (%) | 8.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.679455658 |
| Minimum | 1 |
|---|---|
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 298.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 3 |
| 95-th percentile | 3 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 0.9875291931 |
|---|---|
| Coefficient of variation (CV) | 0.5880055175 |
| Kurtosis | 0.7379363644 |
| Mean | 1.679455658 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.153628322 |
| Sum | 58744 |
| Variance | 0.9752139073 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 1 | 22641 | |
| 3 | 9550 | |
| 2 | 2069 | 5.4% |
| 4 | 488 | 1.3% |
| 6 | 213 | 0.6% |
| 5 | 17 | < 0.1% |
| (Missing) | 3270 | 8.5% |
| Value | Count | Frequency (%) |
| 1 | 22641 | |
| 2 | 2069 | 5.4% |
| 3 | 9550 | |
| 4 | 488 | 1.3% |
| 5 | 17 | < 0.1% |
| 6 | 213 | 0.6% |
| Value | Count | Frequency (%) |
| 6 | 213 | 0.6% |
| 5 | 17 | < 0.1% |
| 4 | 488 | 1.3% |
| 3 | 9550 | |
| 2 | 2069 | 5.4% |
| 1 | 22641 |
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 3270 |
| Missing (%) | 8.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.484676082 |
| Minimum | 1 |
|---|---|
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 298.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 4 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.141531021 |
|---|---|
| Coefficient of variation (CV) | 0.7688754704 |
| Kurtosis | 5.923495847 |
| Mean | 1.484676082 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.541389024 |
| Sum | 51931 |
| Variance | 1.303093072 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 1 | 28313 | |
| 3 | 3316 | 8.7% |
| 2 | 1095 | 2.9% |
| 6 | 951 | 2.5% |
| 4 | 741 | 1.9% |
| 5 | 562 | 1.5% |
| (Missing) | 3270 | 8.5% |
| Value | Count | Frequency (%) |
| 1 | 28313 | |
| 2 | 1095 | 2.9% |
| 3 | 3316 | 8.7% |
| 4 | 741 | 1.9% |
| 5 | 562 | 1.5% |
| 6 | 951 | 2.5% |
| Value | Count | Frequency (%) |
| 6 | 951 | 2.5% |
| 5 | 562 | 1.5% |
| 4 | 741 | 1.9% |
| 3 | 3316 | 8.7% |
| 2 | 1095 | 2.9% |
| 1 | 28313 |
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 3270 |
| Missing (%) | 8.5% |
| Memory size | 298.9 KiB |
| 3.0 | |
|---|---|
| 1.0 | |
| 2.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 104934 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 3.0 |
| 4th row | 3.0 |
| 5th row | 3.0 |
Common Values
| Value | Count | Frequency (%) |
| 3.0 | 18835 | |
| 1.0 | 12937 | |
| 2.0 | 3206 | 8.4% |
| (Missing) | 3270 | 8.5% |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| 3.0 | 18835 | |
| 1.0 | 12937 | |
| 2.0 | 3206 | 9.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 34978 | |
| 0 | 34978 | |
| 3 | 18835 | |
| 1 | 12937 | 12.3% |
| 2 | 3206 | 3.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 69956 | |
| Other Punctuation | 34978 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 34978 | |
| 3 | 18835 | |
| 1 | 12937 | 18.5% |
| 2 | 3206 | 4.6% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 34978 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 104934 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 34978 | |
| 0 | 34978 | |
| 3 | 18835 | |
| 1 | 12937 | 12.3% |
| 2 | 3206 | 3.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 104934 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 34978 | |
| 0 | 34978 | |
| 3 | 18835 | |
| 1 | 12937 | 12.3% |
| 2 | 3206 | 3.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 298.9 KiB |
| 2 | |
|---|---|
| 1 | 1992 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 38248 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 2 |
| 3rd row | 2 |
| 4th row | 2 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 36256 | |
| 1 | 1992 | 5.2% |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| 2 | 36256 | |
| 1 | 1992 | 5.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 36256 | |
| 1 | 1992 | 5.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 38248 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 36256 | |
| 1 | 1992 | 5.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 38248 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 36256 | |
| 1 | 1992 | 5.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 38248 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 36256 | |
| 1 | 1992 | 5.2% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1993 |
| Missing (%) | 5.2% |
| Memory size | 298.9 KiB |
| 2.0 | |
|---|---|
| 1.0 | 275 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 108765 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2.0 |
|---|---|
| 2nd row | 2.0 |
| 3rd row | 2.0 |
| 4th row | 2.0 |
| 5th row | 2.0 |
Common Values
| Value | Count | Frequency (%) |
| 2.0 | 35980 | |
| 1.0 | 275 | 0.7% |
| (Missing) | 1993 | 5.2% |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| 2.0 | 35980 | |
| 1.0 | 275 | 0.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 36255 | |
| 0 | 36255 | |
| 2 | 35980 | |
| 1 | 275 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 72510 | |
| Other Punctuation | 36255 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 36255 | |
| 2 | 35980 | |
| 1 | 275 | 0.4% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 36255 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 108765 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 36255 | |
| 0 | 36255 | |
| 2 | 35980 | |
| 1 | 275 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 108765 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 36255 | |
| 0 | 36255 | |
| 2 | 35980 | |
| 1 | 275 | 0.3% |
| Distinct | 1345 |
|---|---|
| Distinct (%) | 8.8% |
| Missing | 22940 |
| Missing (%) | 60.0% |
| Memory size | 298.9 KiB |
| CENTRO DE SAUDE I MUCAJAI | 566 |
|---|---|
| HOSP DE ALTOS INST DE SAUDE JOSE GIL BARBOSA | 411 |
| CENTRO DE SAUDE CLAITON O DA SILVA | 267 |
| PM TARTA UBS JOSE ALVES MEIRELES | 249 |
| POSTO DE SAUDE NELSON DIAS FERNANDES | 197 |
| Other values (1340) |
Length
| Max length | 60 |
|---|---|
| Median length | 48 |
| Mean length | 30.57656128 |
| Min length | 5 |
Characters and Unicode
| Total characters | 468066 |
|---|---|
| Distinct characters | 37 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 296 ? |
|---|---|
| Unique (%) | 1.9% |
Sample
| 1st row | US CAMPO VERDE |
|---|---|
| 2nd row | UNIDADE REGIONAL DE SAUDE SERRA |
| 3rd row | UNIDADE BASICA DE SAUDE VILA NOVA DE COLARES |
| 4th row | UNIDADE DE SAUDE DA FAMILIA DE ULISSES GUIMARAES |
| 5th row | UNIDADE DE SAUDE DA FAMILIA DE TERRA VERMELHA |
Common Values
| Value | Count | Frequency (%) |
| CENTRO DE SAUDE I MUCAJAI | 566 | 1.5% |
| HOSP DE ALTOS INST DE SAUDE JOSE GIL BARBOSA | 411 | 1.1% |
| CENTRO DE SAUDE CLAITON O DA SILVA | 267 | 0.7% |
| PM TARTA UBS JOSE ALVES MEIRELES | 249 | 0.7% |
| POSTO DE SAUDE NELSON DIAS FERNANDES | 197 | 0.5% |
| CENTRO DE SAUDE IRACEMA GALVAO | 155 | 0.4% |
| CENTRO DE SAUDE SEBASTIAO RODRIGUES SILVA | 153 | 0.4% |
| UNIDADE MISTA IRMA CAMILA | 144 | 0.4% |
| U B S LAGOA | 132 | 0.3% |
| CENTRO DE SAUDE CRISTINO JOSE DA SILVA | 131 | 0.3% |
| Other values (1335) | 12903 | |
| (Missing) | 22940 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| de | 11475 | 13.4% |
| saude | 8802 | 10.3% |
| unidade | 4106 | 4.8% |
| centro | 3331 | 3.9% |
| da | 3258 | 3.8% |
| basica | 2219 | 2.6% |
| usf | 2042 | 2.4% |
| posto | 1603 | 1.9% |
| familia | 1555 | 1.8% |
| jose | 1402 | 1.6% |
| Other values (1390) | 45734 |
Most occurring characters
| Value | Count | Frequency (%) |
| 70219 | ||
| A | 60448 | |
| E | 45724 | |
| D | 40142 | |
| S | 35117 | 7.5% |
| I | 31720 | 6.8% |
| O | 29097 | 6.2% |
| U | 23225 | 5.0% |
| N | 20279 | 4.3% |
| R | 19492 | 4.2% |
| Other values (27) | 92603 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 397573 | |
| Space Separator | 70219 | 15.0% |
| Decimal Number | 274 | 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 60448 | |
| E | 45724 | |
| D | 40142 | |
| S | 35117 | |
| I | 31720 | |
| O | 29097 | 7.3% |
| U | 23225 | 5.8% |
| N | 20279 | 5.1% |
| R | 19492 | 4.9% |
| T | 14427 | 3.6% |
| Other values (16) | 77902 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 55 | |
| 2 | 49 | |
| 0 | 45 | |
| 3 | 36 | |
| 5 | 31 | |
| 4 | 22 | 8.0% |
| 8 | 13 | 4.7% |
| 6 | 12 | 4.4% |
| 9 | 8 | 2.9% |
| 7 | 3 | 1.1% |
Space Separator
| Value | Count | Frequency (%) |
| 70219 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 397573 | |
| Common | 70493 | 15.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 60448 | |
| E | 45724 | |
| D | 40142 | |
| S | 35117 | |
| I | 31720 | |
| O | 29097 | 7.3% |
| U | 23225 | 5.8% |
| N | 20279 | 5.1% |
| R | 19492 | 4.9% |
| T | 14427 | 3.6% |
| Other values (16) | 77902 |
Common
| Value | Count | Frequency (%) |
| 70219 | ||
| 1 | 55 | 0.1% |
| 2 | 49 | 0.1% |
| 0 | 45 | 0.1% |
| 3 | 36 | 0.1% |
| 5 | 31 | < 0.1% |
| 4 | 22 | < 0.1% |
| 8 | 13 | < 0.1% |
| 6 | 12 | < 0.1% |
| 9 | 8 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 468066 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 70219 | ||
| A | 60448 | |
| E | 45724 | |
| D | 40142 | |
| S | 35117 | 7.5% |
| I | 31720 | 6.8% |
| O | 29097 | 6.2% |
| U | 23225 | 5.0% |
| N | 20279 | 4.3% |
| R | 19492 | 4.2% |
| Other values (27) | 92603 |
| Distinct | 1354 |
|---|---|
| Distinct (%) | 8.8% |
| Missing | 22940 |
| Missing (%) | 60.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3242215.1 |
| Minimum | 43 |
|---|---|
| Maximum | 9518517 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 298.9 KiB |
Quantile statistics
| Minimum | 43 |
|---|---|
| 5-th percentile | 2002906 |
| Q1 | 2320029 |
| median | 2458659 |
| Q3 | 3576620 |
| 95-th percentile | 6964842 |
| Maximum | 9518517 |
| Range | 9518474 |
| Interquartile range (IQR) | 1256591 |
Descriptive statistics
| Standard deviation | 1677294.314 |
|---|---|
| Coefficient of variation (CV) | 0.517329746 |
| Kurtosis | 0.7959138076 |
| Mean | 3242215.1 |
| Median Absolute Deviation (MAD) | 438192 |
| Skewness | 1.394578715 |
| Sum | 4.963182876 × 1010 |
| Variance | 2.813316217 × 1012 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2320894 | 566 | 1.5% |
| 2324075 | 411 | 1.1% |
| 2589834 | 267 | 0.7% |
| 2020467 | 249 | 0.7% |
| 5412161 | 197 | 0.5% |
| 2320401 | 155 | 0.4% |
| 2320207 | 153 | 0.4% |
| 2320762 | 144 | 0.4% |
| 2367068 | 132 | 0.3% |
| 2320053 | 131 | 0.3% |
| Other values (1344) | 12903 | |
| (Missing) | 22940 |
| Value | Count | Frequency (%) |
| 43 | 6 | |
| 51 | 1 | < 0.1% |
| 116 | 1 | < 0.1% |
| 140 | 1 | < 0.1% |
| 159 | 1 | < 0.1% |
| 175 | 2 | < 0.1% |
| 248 | 2 | < 0.1% |
| 272 | 2 | < 0.1% |
| 280 | 2 | < 0.1% |
| 302 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 9518517 | 2 | < 0.1% |
| 9356606 | 1 | < 0.1% |
| 9356568 | 7 | |
| 9356479 | 10 | |
| 9345736 | 1 | < 0.1% |
| 9345698 | 1 | < 0.1% |
| 9345671 | 1 | < 0.1% |
| 9345663 | 1 | < 0.1% |
| 9342192 | 1 | < 0.1% |
| 9308903 | 5 |
| Distinct | 222 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 27904 |
| Missing (%) | 73.0% |
| Memory size | 298.9 KiB |
| CRAS CENTRO DE REFERENCIA DE ASSISTENCIA SOCIAL | |
|---|---|
| CRAS CENTRO DE REFERENCIA DA ASSISTENCIA SOCIAL | |
| CRAS CENTRO DE REFERENCIA DE ASSISTENCIA SOCIAL CASA DA FAMILIA | 589 |
| CENTRO DE REFERENCIA DE ASSISTENCIA SOCIAL | 511 |
| CRAS NOSSA SENHORA DE FATIMA | 489 |
| Other values (217) |
Length
| Max length | 70 |
|---|---|
| Median length | 62 |
| Mean length | 32.40970611 |
| Min length | 4 |
Characters and Unicode
| Total characters | 335246 |
|---|---|
| Distinct characters | 35 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 26 ? |
|---|---|
| Unique (%) | 0.3% |
Sample
| 1st row | CRAS DE SERRA SEDE |
|---|---|
| 2nd row | CRAS VIANA |
| 3rd row | CRAS IV ALTO MUCURI |
| 4th row | CRAS III CAMPO VERDE |
| 5th row | CRAS DE VILA NOVA DE COLARES |
Common Values
| Value | Count | Frequency (%) |
| CRAS CENTRO DE REFERENCIA DE ASSISTENCIA SOCIAL | 1087 | 2.8% |
| CRAS CENTRO DE REFERENCIA DA ASSISTENCIA SOCIAL | 825 | 2.2% |
| CRAS CENTRO DE REFERENCIA DE ASSISTENCIA SOCIAL CASA DA FAMILIA | 589 | 1.5% |
| CENTRO DE REFERENCIA DE ASSISTENCIA SOCIAL | 511 | 1.3% |
| CRAS NOSSA SENHORA DE FATIMA | 489 | 1.3% |
| CRAS SAO JOSE | 485 | 1.3% |
| CENTRO DE REFERENCIA DA ASSISTENCIA SOCIAL CASA DAS FAMILIAS | 403 | 1.1% |
| CAROEBE | 334 | 0.9% |
| CRAS VOVO JULIETA | 302 | 0.8% |
| CRAS EDSON DA MOTA CORREA | 237 | 0.6% |
| Other values (212) | 5082 | 13.3% |
| (Missing) | 27904 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| cras | 8778 | |
| de | 7977 | |
| centro | 4240 | 7.9% |
| referencia | 4211 | 7.8% |
| social | 4211 | 7.8% |
| assistencia | 4103 | 7.6% |
| da | 2718 | 5.0% |
| casa | 1047 | 1.9% |
| sao | 701 | 1.3% |
| familia | 642 | 1.2% |
| Other values (331) | 15287 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 46694 | |
| 43571 | ||
| E | 37652 | |
| S | 33340 | |
| C | 29870 | |
| R | 28358 | |
| I | 25423 | |
| O | 17734 | 5.3% |
| N | 16917 | 5.0% |
| D | 13474 | 4.0% |
| Other values (25) | 42213 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 291523 | |
| Space Separator | 43571 | 13.0% |
| Decimal Number | 152 | < 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 46694 | |
| E | 37652 | |
| S | 33340 | |
| C | 29870 | |
| R | 28358 | |
| I | 25423 | |
| O | 17734 | 6.1% |
| N | 16917 | 5.8% |
| D | 13474 | 4.6% |
| T | 11954 | 4.1% |
| Other values (14) | 30107 |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 76 | |
| 4 | 19 | 12.5% |
| 1 | 13 | 8.6% |
| 2 | 10 | 6.6% |
| 9 | 8 | 5.3% |
| 5 | 7 | 4.6% |
| 6 | 6 | 3.9% |
| 7 | 5 | 3.3% |
| 3 | 5 | 3.3% |
| 8 | 3 | 2.0% |
Space Separator
| Value | Count | Frequency (%) |
| 43571 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 291523 | |
| Common | 43723 | 13.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 46694 | |
| E | 37652 | |
| S | 33340 | |
| C | 29870 | |
| R | 28358 | |
| I | 25423 | |
| O | 17734 | 6.1% |
| N | 16917 | 5.8% |
| D | 13474 | 4.6% |
| T | 11954 | 4.1% |
| Other values (14) | 30107 |
Common
| Value | Count | Frequency (%) |
| 43571 | ||
| 0 | 76 | 0.2% |
| 4 | 19 | < 0.1% |
| 1 | 13 | < 0.1% |
| 2 | 10 | < 0.1% |
| 9 | 8 | < 0.1% |
| 5 | 7 | < 0.1% |
| 6 | 6 | < 0.1% |
| 7 | 5 | < 0.1% |
| 3 | 5 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 335246 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 46694 | |
| 43571 | ||
| E | 37652 | |
| S | 33340 | |
| C | 29870 | |
| R | 28358 | |
| I | 25423 | |
| O | 17734 | 5.3% |
| N | 16917 | 5.0% |
| D | 13474 | 4.0% |
| Other values (25) | 42213 |
cod_centro_assist_fam
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 247 |
|---|---|
| Distinct (%) | 2.4% |
| Missing | 27904 |
| Missing (%) | 73.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.994222237 × 1010 |
| Minimum | 1.120080282 × 1010 |
|---|---|
| Maximum | 5.108402069 × 1010 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 298.9 KiB |
Quantile statistics
| Minimum | 1.120080282 × 1010 |
|---|---|
| 5-th percentile | 1.301222953 × 1010 |
| Q1 | 1.400150105 × 1010 |
| median | 1.502400647 × 1010 |
| Q3 | 2.30765358 × 1010 |
| 95-th percentile | 5.108400112 × 1010 |
| Maximum | 5.108402069 × 1010 |
| Range | 3.988321787 × 1010 |
| Interquartile range (IQR) | 9075034755 |
Descriptive statistics
| Standard deviation | 9295916322 |
|---|---|
| Coefficient of variation (CV) | 0.4661424465 |
| Kurtosis | 4.300190288 |
| Mean | 1.994222237 × 1010 |
| Median Absolute Deviation (MAD) | 2005003718 |
| Skewness | 2.049838742 |
| Sum | 2.062823482 × 1014 |
| Variance | 8.641406027 × 1019 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.400300625 × 1010 | 694 | 1.8% |
| 1.400170104 × 1010 | 582 | 1.5% |
| 1.400150105 × 1010 | 511 | 1.3% |
| 1.600503232 × 1010 | 489 | 1.3% |
| 1.302500225 × 1010 | 485 | 1.3% |
| 2.200400218 × 1010 | 403 | 1.1% |
| 1.400230226 × 1010 | 334 | 0.9% |
| 1.400021491 × 1010 | 302 | 0.8% |
| 1.301900275 × 1010 | 285 | 0.7% |
| 2.30370012 × 1010 | 237 | 0.6% |
| Other values (237) | 6022 | 15.7% |
| (Missing) | 27904 |
| Value | Count | Frequency (%) |
| 1.120080282 × 1010 | 45 | |
| 1.140045147 × 1010 | 2 | < 0.1% |
| 1.150240111 × 1010 | 3 | < 0.1% |
| 1.160050106 × 1010 | 37 | |
| 1.20005047 × 1010 | 11 | < 0.1% |
| 1.200170217 × 1010 | 6 | < 0.1% |
| 1.20025016 × 1010 | 6 | < 0.1% |
| 1.200340167 × 1010 | 9 | < 0.1% |
| 1.200393181 × 1010 | 33 | |
| 1.200420167 × 1010 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 5.108402069 × 1010 | 157 | |
| 5.108402045 × 1010 | 135 | |
| 5.108400112 × 1010 | 119 | |
| 5.108400112 × 1010 | 169 | |
| 3.205209629 × 1010 | 1 | < 0.1% |
| 3.20520381 × 1010 | 15 | < 0.1% |
| 3.205201533 × 1010 | 14 | < 0.1% |
| 3.20520013 × 1010 | 14 | < 0.1% |
| 3.20520013 × 1010 | 10 | < 0.1% |
| 3.205200129 × 1010 | 20 | 0.1% |
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1009 |
| Missing (%) | 2.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22.5494777 |
| Minimum | 0 |
|---|---|
| Maximum | 306 |
| Zeros | 33420 |
| Zeros (%) | 87.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 298.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 205 |
| Maximum | 306 |
| Range | 306 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 67.72414781 |
|---|---|
| Coefficient of variation (CV) | 3.003357715 |
| Kurtosis | 6.286563866 |
| Mean | 22.5494777 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.792475051 |
| Sum | 839720 |
| Variance | 4586.560196 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=13)
| Value | Count | Frequency (%) |
| 0 | 33420 | |
| 205 | 2081 | 5.4% |
| 202 | 609 | 1.6% |
| 204 | 416 | 1.1% |
| 301 | 402 | 1.1% |
| 306 | 113 | 0.3% |
| 201 | 84 | 0.2% |
| 303 | 59 | 0.2% |
| 304 | 20 | 0.1% |
| 305 | 15 | < 0.1% |
| Other values (3) | 20 | 0.1% |
| (Missing) | 1009 | 2.6% |
| Value | Count | Frequency (%) |
| 0 | 33420 | |
| 101 | 7 | < 0.1% |
| 201 | 84 | 0.2% |
| 202 | 609 | 1.6% |
| 203 | 4 | < 0.1% |
| 204 | 416 | 1.1% |
| 205 | 2081 | 5.4% |
| 301 | 402 | 1.1% |
| 302 | 9 | < 0.1% |
| 303 | 59 | 0.2% |
| Value | Count | Frequency (%) |
| 306 | 113 | 0.3% |
| 305 | 15 | < 0.1% |
| 304 | 20 | 0.1% |
| 303 | 59 | 0.2% |
| 302 | 9 | < 0.1% |
| 301 | 402 | 1.1% |
| 205 | 2081 | |
| 204 | 416 | 1.1% |
| 203 | 4 | < 0.1% |
| 202 | 609 | 1.6% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 298.9 KiB |
| 1.0 | |
|---|---|
| 0.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 114741 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 0.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 23737 | |
| 0.0 | 14510 | |
| (Missing) | 1 | < 0.1% |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| 1.0 | 23737 | |
| 0.0 | 14510 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 52757 | |
| . | 38247 | |
| 1 | 23737 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 76494 | |
| Other Punctuation | 38247 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 52757 | |
| 1 | 23737 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 38247 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 114741 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 52757 | |
| . | 38247 | |
| 1 | 23737 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 114741 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 52757 | |
| . | 38247 | |
| 1 | 23737 |
qtde_pessoas
Real number (ℝ≥0)
| Distinct | 14 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.921562475 |
| Minimum | 1 |
|---|---|
| Maximum | 14 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 298.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 6 |
| Maximum | 14 |
| Range | 13 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.663634561 |
|---|---|
| Coefficient of variation (CV) | 0.5694331628 |
| Kurtosis | 1.644767687 |
| Mean | 2.921562475 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.079867492 |
| Sum | 111741 |
| Variance | 2.767679952 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=14)
| Value | Count | Frequency (%) |
| 2 | 9276 | |
| 3 | 8771 | |
| 1 | 8331 | |
| 4 | 5964 | |
| 5 | 3064 | 8.0% |
| 6 | 1542 | 4.0% |
| 7 | 692 | 1.8% |
| 8 | 361 | 0.9% |
| 9 | 145 | 0.4% |
| 10 | 59 | 0.2% |
| Other values (4) | 42 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 8331 | |
| 2 | 9276 | |
| 3 | 8771 | |
| 4 | 5964 | |
| 5 | 3064 | 8.0% |
| 6 | 1542 | 4.0% |
| 7 | 692 | 1.8% |
| 8 | 361 | 0.9% |
| 9 | 145 | 0.4% |
| 10 | 59 | 0.2% |
| Value | Count | Frequency (%) |
| 14 | 1 | < 0.1% |
| 13 | 6 | < 0.1% |
| 12 | 13 | < 0.1% |
| 11 | 22 | 0.1% |
| 10 | 59 | 0.2% |
| 9 | 145 | 0.4% |
| 8 | 361 | 0.9% |
| 7 | 692 | 1.8% |
| 6 | 1542 | |
| 5 | 3064 |
| Distinct | 101 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.0534024 × 1014 |
| Minimum | 5.50304564 × 1012 |
|---|---|
| Maximum | 5.504777045 × 1014 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 298.9 KiB |
Quantile statistics
| Minimum | 5.50304564 × 1012 |
|---|---|
| 5-th percentile | 5.502224423 × 1013 |
| Q1 | 5.502030765 × 1014 |
| median | 5.502451463 × 1014 |
| Q3 | 5.502556682 × 1014 |
| 95-th percentile | 5.503007328 × 1014 |
| Maximum | 5.504777045 × 1014 |
| Range | 5.449746588 × 1014 |
| Interquartile range (IQR) | 5.259172145 × 1010 |
Descriptive statistics
| Standard deviation | 1.441889458 × 1014 |
|---|---|
| Coefficient of variation (CV) | 0.2853304257 |
| Kurtosis | 6.479926469 |
| Mean | 5.0534024 × 1014 |
| Median Absolute Deviation (MAD) | 1.933114247 × 1010 |
| Skewness | -2.907525222 |
| Sum | 1.932774816 × 1019 |
| Variance | 2.07904521 × 1028 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 5.502451463 × 1014 | 11305 | |
| 5.502258152 × 1014 | 3726 | 9.7% |
| 5.502224423 × 1013 | 1926 | 5.0% |
| 5.502705077 × 1014 | 1690 | 4.4% |
| 5.502705528 × 1014 | 1044 | 2.7% |
| 5.501863228 × 1014 | 933 | 2.4% |
| 5.502618074 × 1014 | 914 | 2.4% |
| 5.502148111 × 1014 | 908 | 2.4% |
| 5.502556682 × 1014 | 875 | 2.3% |
| 5.500689349 × 1014 | 756 | 2.0% |
| Other values (91) | 14170 |
| Value | Count | Frequency (%) |
| 5.50304564 × 1012 | 508 | 1.3% |
| 5.503181124 × 1012 | 305 | 0.8% |
| 5.500494516 × 1013 | 100 | 0.3% |
| 5.50126943 × 1013 | 152 | 0.4% |
| 5.501544022 × 1013 | 127 | 0.3% |
| 5.501577337 × 1013 | 131 | 0.3% |
| 5.502224423 × 1013 | 1926 | |
| 5.502316127 × 1013 | 46 | 0.1% |
| 5.502363543 × 1013 | 91 | 0.2% |
| 5.499916609 × 1014 | 10 | < 0.1% |
| Value | Count | Frequency (%) |
| 5.504777045 × 1014 | 6 | < 0.1% |
| 5.504410327 × 1014 | 7 | < 0.1% |
| 5.50377509 × 1014 | 153 | |
| 5.503772467 × 1014 | 183 | |
| 5.503606198 × 1014 | 183 | |
| 5.503557046 × 1014 | 27 | 0.1% |
| 5.503496942 × 1014 | 17 | < 0.1% |
| 5.503459528 × 1014 | 28 | 0.1% |
| 5.503448472 × 1014 | 84 | |
| 5.503426597 × 1014 | 22 | 0.1% |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here. A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.
First rows
| cd_ibge | estrato | classf | id_familia | dat_cadastramento_fam | dat_alteracao_fam | vlr_renda_media_fam | dat_atualizacao_familia | cod_local_domic_fam | cod_especie_domic_fam | qtd_comodos_domic_fam | qtd_comodos_dormitorio_fam | cod_material_piso_fam | cod_material_domic_fam | cod_agua_canalizada_fam | cod_abaste_agua_domic_fam | cod_banheiro_domic_fam | cod_escoa_sanitario_domic_fam | cod_destino_lixo_domic_fam | cod_iluminacao_domic_fam | cod_calcamento_domic_fam | cod_familia_indigena_fam | ind_familia_quilombola_fam | nom_estab_assist_saude_fam | cod_eas_fam | nom_centro_assist_fam | cod_centro_assist_fam | ind_parc_mds_fam | marc_pbf | qtde_pessoas | peso.fam | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 3205002 | 2 | 2 | 1 | 2018-06-28 | 2018-10-02 | 244.0 | 2018-06-28 | 1.0 | 1.0 | 5.0 | 2.0 | 5.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 2.0 | 1.0 | 1.0 | 2 | 2.0 | NaN | NaN | CRAS DE SERRA SEDE | 3.205003e+10 | 0.0 | 0.0 | 5.0 | 5.502565e+14 |
| 1 | 3205101 | 2 | 2 | 3 | 2018-08-27 | 2018-11-29 | 60.0 | 2018-11-29 | 1.0 | 1.0 | 5.0 | 2.0 | 5.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 2 | 2.0 | NaN | NaN | CRAS VIANA | 3.205103e+10 | 0.0 | 1.0 | 5.0 | 5.503557e+14 |
| 2 | 3201308 | 2 | 2 | 4 | 2018-02-23 | 2018-02-27 | 937.0 | 2018-02-23 | 1.0 | 1.0 | 4.0 | 1.0 | 2.0 | 2.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 3.0 | 2 | 2.0 | NaN | NaN | CRAS IV ALTO MUCURI | 3.201300e+10 | 0.0 | 0.0 | 1.0 | 5.502597e+14 |
| 3 | 3201308 | 2 | 2 | 6 | 2013-12-27 | 2018-10-01 | 44.0 | 2017-06-22 | 1.0 | 1.0 | 4.0 | 1.0 | 2.0 | 2.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 2.0 | 3.0 | 2 | 2.0 | US CAMPO VERDE | 2652994.0 | CRAS III CAMPO VERDE | 3.201300e+10 | 0.0 | 1.0 | 2.0 | 5.502597e+14 |
| 4 | 3205002 | 2 | 2 | 7 | 2018-03-26 | 2018-03-28 | 0.0 | 2018-03-26 | 1.0 | 1.0 | 4.0 | 1.0 | 5.0 | 1.0 | 2.0 | 4.0 | 1.0 | 5.0 | 3.0 | 1.0 | 3.0 | 2 | 2.0 | UNIDADE REGIONAL DE SAUDE SERRA | 2465795.0 | NaN | NaN | 0.0 | 1.0 | 2.0 | 5.502565e+14 |
| 5 | 3205002 | 2 | 2 | 8 | 2016-10-27 | 2018-10-01 | 176.0 | 2016-10-27 | 1.0 | 1.0 | 6.0 | 3.0 | 5.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 2.0 | 2 | 2.0 | UNIDADE BASICA DE SAUDE VILA NOVA DE COLARES | 2522845.0 | CRAS DE VILA NOVA DE COLARES | 3.205000e+10 | 0.0 | 1.0 | 5.0 | 5.502565e+14 |
| 6 | 3205200 | 2 | 2 | 9 | 2015-06-16 | 2018-10-01 | 312.0 | 2018-03-20 | 1.0 | 1.0 | 5.0 | 2.0 | 5.0 | 1.0 | 1.0 | 1.0 | 1.0 | 3.0 | 1.0 | 1.0 | 3.0 | 2 | 2.0 | UNIDADE DE SAUDE DA FAMILIA DE ULISSES GUIMARAES | 3346501.0 | CRAS JABAETE | 3.205202e+10 | 0.0 | 0.0 | 3.0 | 5.502451e+14 |
| 7 | 3201308 | 2 | 2 | 10 | 2017-04-05 | 2018-10-01 | 954.0 | 2018-07-04 | 1.0 | 1.0 | 1.0 | 1.0 | 5.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 2.0 | 1.0 | 2 | 2.0 | NaN | NaN | CRAS VII SOTELANDIA | 3.201304e+10 | 0.0 | 0.0 | 1.0 | 5.502597e+14 |
| 8 | 3205200 | 2 | 2 | 11 | 2018-10-03 | 2018-10-15 | 477.0 | 2018-10-03 | 1.0 | 1.0 | 5.0 | 2.0 | 5.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 2 | 2.0 | UNIDADE DE SAUDE DA FAMILIA DE TERRA VERMELHA | 2403412.0 | CRAS MORADA DA BARRA | 3.205200e+10 | 0.0 | 0.0 | 2.0 | 5.502451e+14 |
| 9 | 3205002 | 2 | 2 | 12 | 2016-05-11 | 2016-05-11 | 4.0 | 2016-05-11 | 1.0 | 1.0 | 1.0 | 1.0 | 5.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 2 | 2.0 | NaN | NaN | NaN | NaN | 0.0 | 1.0 | 3.0 | 5.502565e+14 |
Last rows
| cd_ibge | estrato | classf | id_familia | dat_cadastramento_fam | dat_alteracao_fam | vlr_renda_media_fam | dat_atualizacao_familia | cod_local_domic_fam | cod_especie_domic_fam | qtd_comodos_domic_fam | qtd_comodos_dormitorio_fam | cod_material_piso_fam | cod_material_domic_fam | cod_agua_canalizada_fam | cod_abaste_agua_domic_fam | cod_banheiro_domic_fam | cod_escoa_sanitario_domic_fam | cod_destino_lixo_domic_fam | cod_iluminacao_domic_fam | cod_calcamento_domic_fam | cod_familia_indigena_fam | ind_familia_quilombola_fam | nom_estab_assist_saude_fam | cod_eas_fam | nom_centro_assist_fam | cod_centro_assist_fam | ind_parc_mds_fam | marc_pbf | qtde_pessoas | peso.fam | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 38238 | 1200344 | 1 | 3 | 45766 | 2016-02-29 | 2018-10-01 | 10.0 | 2018-02-22 | 1.0 | 2.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2 | 2.0 | UNIDADE DE SAUDE JOSEFA NUNES | 2000962.0 | NaN | NaN | 0.0 | 1.0 | 5.0 | 5.502451e+14 |
| 38239 | 1200450 | 2 | 3 | 45767 | 2011-12-05 | 2018-09-26 | 0.0 | 2018-05-11 | 1.0 | 1.0 | 5.0 | 2.0 | 5.0 | 1.0 | 1.0 | 2.0 | 1.0 | 2.0 | 1.0 | 1.0 | 3.0 | 2 | 2.0 | NaN | NaN | NaN | NaN | 0.0 | 0.0 | 1.0 | 5.501544e+13 |
| 38240 | 1200609 | 2 | 3 | 45768 | 2002-06-06 | 2018-09-30 | 133.0 | 2017-08-11 | 1.0 | 1.0 | 2.0 | 1.0 | 4.0 | 3.0 | 1.0 | 2.0 | 1.0 | 3.0 | 1.0 | 1.0 | 1.0 | 2 | 2.0 | UNIDADE DE SAUDE DA FAMILIA 24 DE ABRIL | 3901009.0 | NaN | NaN | 0.0 | 0.0 | 2.0 | 5.501311e+14 |
| 38241 | 1200336 | 1 | 3 | 45770 | 2002-05-25 | 2018-10-16 | 65.0 | 2017-07-10 | 2.0 | 1.0 | 6.0 | 3.0 | 2.0 | 3.0 | 1.0 | 1.0 | 1.0 | 3.0 | 3.0 | 1.0 | 1.0 | 2 | 2.0 | UNIDADE S FAMILIA DR CERQUEIRA | 2002272.0 | NaN | NaN | 0.0 | 1.0 | 4.0 | 5.502451e+14 |
| 38242 | 1200336 | 1 | 3 | 45771 | 2007-12-14 | 2018-09-30 | 66.0 | 2017-04-26 | 1.0 | 1.0 | 3.0 | 2.0 | 4.0 | 3.0 | 2.0 | 2.0 | 1.0 | 3.0 | 3.0 | 1.0 | 3.0 | 2 | 2.0 | U S F QUINTINO RIO BRANCO LEBRE | 2000105.0 | NaN | NaN | 0.0 | 1.0 | 3.0 | 5.502451e+14 |
| 38243 | 1200500 | 2 | 3 | 45772 | 2006-12-08 | 2018-09-30 | 6.0 | 2017-11-06 | 2.0 | 1.0 | 4.0 | 2.0 | 4.0 | 3.0 | 2.0 | 2.0 | 2.0 | NaN | 3.0 | 6.0 | 3.0 | 2 | 2.0 | ESF MODULO I | 5981891.0 | NaN | NaN | 0.0 | 1.0 | 6.0 | 5.503606e+14 |
| 38244 | 1200203 | 2 | 3 | 45773 | 2003-03-13 | 2018-09-30 | 0.0 | 2017-10-02 | 2.0 | 1.0 | 1.0 | 1.0 | 3.0 | 6.0 | 2.0 | 2.0 | 1.0 | 3.0 | 1.0 | 2.0 | 2.0 | 2 | 2.0 | NaN | NaN | NaN | NaN | 0.0 | 1.0 | 5.0 | 5.503181e+12 |
| 38245 | 1200807 | 1 | 3 | 45775 | 2007-12-17 | 2016-05-17 | 62.0 | 2016-05-17 | 1.0 | 1.0 | 5.0 | 2.0 | 4.0 | 3.0 | 2.0 | 2.0 | 1.0 | 3.0 | 1.0 | 1.0 | 3.0 | 2 | 2.0 | UNIDADE DE SAUDE DA FAMILIA OSWALDO CRUZ | 2001101.0 | CRAS CENTRO DE REFERENCIA DE ASSISTENCIA SOCIAL | 1.200801e+10 | NaN | 1.0 | 7.0 | 5.502451e+14 |
| 38246 | 1200203 | 2 | 3 | 45776 | 2013-10-22 | 2018-10-01 | 275.0 | 2017-09-06 | 1.0 | 1.0 | 4.0 | 2.0 | 4.0 | 3.0 | 1.0 | 1.0 | 1.0 | 3.0 | 2.0 | 1.0 | 1.0 | 2 | 2.0 | NaN | NaN | NaN | NaN | 0.0 | 0.0 | 3.0 | 5.503181e+12 |
| 38247 | 1200807 | 1 | 3 | 45777 | 2018-04-09 | 2018-10-01 | 593.0 | 2018-04-10 | 2.0 | 1.0 | 3.0 | 1.0 | 3.0 | 6.0 | 2.0 | 2.0 | 2.0 | NaN | 3.0 | 1.0 | 3.0 | 2 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |